Welcome to the causal-jobs tracking app!¶

Automatically generated in: 2022-08-24

This is the latest weekly report containing, as always, information on the status of causal inference in the European job market. It is based on accumulated information starting early May 2022. Latest vacancies, the rate of relevant job postings, geographical distribution, most "causal" companies and countries alike can be found here.


Disclaimer: This report is automatically created by acessing daily job alert emails and retrieving the relevant information through an ETL pipeline. There are days when the number of new job postings exceeds a threshold, and not every causal-job is contained in the email this app feeds on. As a result, some causal-job might never make it into the pipeline, meaning that the database I have created is by no means complete. However, this doesn't happen too often, and info listed in the report can serve as a solid indication on the status of causal inference in the European job market.

Code can be found at https://github.com/ggiannarakis/causal-jobs

1. Fresh from the causal oven¶


a) What are the latest (past week) jobs?¶

(not necessarily "new": could have also been re-posted in the recent past)

job_title company_name job_location email_date
Data Engineer - Economics & Experimentation (all genders) Zalando Berlin, Berlin, Germany 2022-08-16
Data Science Sr Analyst PepsiCo Barcelona, Catalonia, Spain 2022-08-16
Senior Applied Scientist Zalando Berlin, Berlin, Germany 2022-08-16
Senior Machine Learning Researcher (m/f/d) Merantix Momentum Berlin, Berlin, Germany 2022-08-16
Data Scientist, Database Migration Accelerator (DMA) Amazon Warsaw, Mazowieckie, Poland 2022-08-17
Principal Scientist, Data Science (JRD DS) Johnson & Johnson Antwerp, Flemish Region, Belgium 2022-08-17
Senior Data Scientist, Marketplace Bolt Warsaw, Mazowieckie, Poland 2022-08-17
Staff Data Scientist - Freemium Product Insights Spotify Sweden 2022-08-18
Senior Data Scientist, Marketplace Bolt Tallinn, Harjumaa, Estonia 2022-08-18
Senior Data Scientist, Commerce Platform Spotify Italy 2022-08-18
Senior Data Scientist LivePerson Sofia, Sofia City, Bulgaria 2022-08-19
Data Scientist - Lifetime Value Spotify Stockholm, Stockholm County, Sweden 2022-08-20
Principal Scientist, Data Science (JRD DS) Johnson & Johnson Leiden, South Holland, Netherlands 2022-08-21
Data Scientist Bolt Tallinn, Harjumaa, Estonia 2022-08-22
Applied Scientist - AWS Causality Lab Amazon Web Services (AWS) Tübingen, Baden-Württemberg, Germany 2022-08-23
Machine Learning Scientist - Flights Pricing Booking.com Amsterdam, North Holland, Netherlands 2022-08-23

b) New kids on the block?¶

are there any of the above companies listing "causal inference" in their vacancy for the first time?*

*Since May 12, 2022

Yes! Welcome {'PepsiCo', 'LivePerson'} to the causal revolution!

2. Retrospective analysis¶


a) How many causal-jobs did appear in each email?¶


b) As of today, what is the total number of distinct causal-jobs since May 12, 2022?¶

*a distinct causal-job is defined as a unique job title - company name pair

There are 160 unique causal jobs detected so far throughout the EU

c) What are the most causal EU countries?¶


d) And what about the most causal companies?¶

top 5 companies in terms of distinct causal jobs published